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Generative AI Developer - Data Modeling

Generative AI Developer - Data Modeling

IFLOWTECH SOLUTIONS PRIVATE LIMITEDGurugram
25 days ago
Job description

Responsibilities :

  • AI Chat System Development : Enhance and optimize AI-driven chat infrastructure with a focus on high performance and relevance.
  • Context Management : Design strategies for historical context selection and injection into prompts to improve the quality and relevance of AI responses.
  • Core Component Implementation : Build chat history storage and retrieval systems using SQL and vector databases (e.g., FAISS, Pinecone, etc.).
  • Session Management : Develop and manage robust chat session handling including session lifecycle, continuity, and scalability.
  • Performance Optimization : Identify and implement improvements to reduce latency and increase overall system efficiency.

Skills and experience required :

  • Expert in AI chat systems to help enhance and optimize our existing chat infrastructure
  • Competent in implementing core components such as chat history storage and retrieval using SQL and vector databases
  • Experience in improving session management, context injection, and system performance.
  • Designing and managing robust chat session handling, including lifecycle management and session continuity.
  • Enhancing strategies for selecting and injecting relevant historical context into AI model prompts to improve response quality.
  • Optimizing system performance to reduce latency and improve the efficiency of chat interactions and related computations.
  • Ability to coach others
  • Expertise in Python & GenAI
  • (ref : hirist.tech)

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    Generative Ai Developer • Gurugram

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